{"id":"W4385372091","doi":"10.5489/cuaj.8472","title":"New CUA guideline: A valuable reference for counselling men with azoospermia","year":2023,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Sexual Differentiation and Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Guideline; Azoospermia; Medicine; Psychology; Gynecology; Infertility; Biology; Pathology; Pregnancy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007083099,0.0006270246,0.00161935,0.003859119,0.002348002,0.002871441,0.002051332,0.008975171,0.0190665],"category_scores_gemma":[0.05064705,0.0006066291,0.001248859,0.00185412,0.0009114866,0.002027013,0.0024076,0.006872319,0.01210426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004244982,"about_ca_system_score_gemma":0.01471704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05114774,"about_ca_topic_score_gemma":0.1015234,"domain_scores_codex":[0.9925028,0.002774893,0.001674416,0.0002169692,0.002259591,0.0005712901],"domain_scores_gemma":[0.952881,0.01107171,0.001829898,0.001370833,0.02855041,0.004296167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001528808,0.0000396907,0.00104747,0.0001201726,0.000008459097,0.0003606878,0.0001026104,0.00007190328,0.00008091893,0.0007093744,0.9613708,0.03607269],"study_design_scores_gemma":[0.0001356863,0.00006170962,0.008296876,0.004327129,0.00007749803,0.001838346,0.0005898273,0.0005497045,0.0003311993,0.004267681,0.9794261,0.00009825955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00355437,0.0183982,0.009037326,0.8095691,0.02866424,0.0009779548,0.007127937,0.00255837,0.1201126],"genre_scores_gemma":[0.06192069,0.03728673,0.1431639,0.5478465,0.02830745,0.00359415,0.03141041,0.002241173,0.144229],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05114774,"threshold_uncertainty_score":0.1017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01926793011995132,"score_gpt":0.2601764061497622,"score_spread":0.2409084760298109,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}